Integrated circuit devices which include a thermoelectric generator which recycles heat generated by operation of an integrated circuit, into electrical energy that is then used to help support the power requirements of that integrated circuit. Roughly described, the device includes an integrated circuit die having an integrated circuit thereon, the integrated circuit having power supply terminals for connection to a primary power source, and a thermoelectric generator structure disposed in sufficient thermal communication with the integrated circuit die so as to derive, from heat generated by the die, a voltage difference across first and second terminals of the thermoelectric generator structure. A powering structure is arranged to help power the integrated circuit, from the voltage difference across the first and second terminals of the thermoelectric generator. The thermoelectric generator can include IC packaging material that is made from thermoelectric semiconductor materials.